Gaussian Process Dynamical Models for Hand Gesture Interpretation in Sign Language

• Main Authors: Gamage, Nuwan, Chow, Kuang Ye, Akmeliawati, Rini, Demidenko, Serge
• Format: Article
• Language: English; English
• Published: Elsevier 2011
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://irep.iium.edu.my/6002/1/S0167865511002662; http://irep.iium.edu.my/6002/2/1-s2.0-S0167865511002662-main.pdf; http://irep.iium.edu.my/6002/; http://www.journals.elsevier.com/pattern-recognition-letters/

Classifying human hand gestures in the context of a Sign Language has been historically dominated by Artificial Neural Networks and Hidden Markov Model with varying degrees of success. The main objective of this paper is to introduce Gaussian Process Dynamical Model as an alternative machine learnin...